Table 1 Parameter setting of PCOBA
Parameter | Description | Artificial dataset | Real dataset |
|---|---|---|---|
μ | Pop. size for genes | 100 (1000) | 1000 |
ν | Pop. size for conditions. | 50 | 100 |
MaxGen | Maximum generation | 100 (200) | 500 |
δ | Cutoff of residue score | 20 (300) | 250 |
w b | Controlling the variance | 0.5 | 0.5 |
w v | Controlling the volume | 10 (30) | 30 |
w g | Keeping a balance between | 0.9 (0.8) | 0.8 |
w c | gene and condition | 0.1 (0.2) | 0.2 |
α, β | Controlling update of probabilities. | 0.2, 0.2 | 0.2, 0.2 |
S g , S c | Size of best individuals in genes and conditions | 20, 10 (200, 10) | 200, 20 |